raghadOmar
commited on
Commit
•
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Parent(s):
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End of training
Browse files
README.md
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language:
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- ar
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license: apache-2.0
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tags:
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- generated_from_trainer
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base_model: tarteel-ai/whisper-base-ar-quran
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datasets:
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- zolfa
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metrics:
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- name: Whisper-raghadomar
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results:
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- task:
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type: automatic-speech-recognition
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name: Automatic Speech Recognition
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dataset:
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name: Zolfa Dataset
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type: zolfa
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args: 'config: ar, split: test'
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metrics:
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-
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value: 6.896551724137931
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name: Wer
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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This model is a fine-tuned version of [tarteel-ai/whisper-base-ar-quran](https://huggingface.co/tarteel-ai/whisper-base-ar-quran) on the Zolfa Dataset dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Wer: 6.8966
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size:
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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### Training results
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| Training Loss | Epoch
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### Framework versions
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language:
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- ar
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license: apache-2.0
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+
base_model: tarteel-ai/whisper-base-ar-quran
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tags:
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- generated_from_trainer
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datasets:
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- zolfa
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metrics:
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- name: Whisper-raghadomar
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results:
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- task:
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name: Automatic Speech Recognition
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type: automatic-speech-recognition
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dataset:
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name: Zolfa Dataset
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type: zolfa
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args: 'config: ar, split: test'
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metrics:
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- name: Wer
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type: wer
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value: 6.896551724137931
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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This model is a fine-tuned version of [tarteel-ai/whisper-base-ar-quran](https://huggingface.co/tarteel-ai/whisper-base-ar-quran) on the Zolfa Dataset dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0208
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- Wer: 6.8966
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size: 4
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:------:|:----:|:---------------:|:------:|
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| 0.0191 | 0.7143 | 100 | 0.0403 | 6.8966 |
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| 0.0065 | 1.4286 | 200 | 0.0149 | 6.8966 |
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| 0.009 | 2.1429 | 300 | 0.0263 | 6.8966 |
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| 0.0106 | 2.8571 | 400 | 0.0417 | 6.8966 |
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| 0.0011 | 3.5714 | 500 | 0.0195 | 6.8966 |
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| 0.0028 | 4.2857 | 600 | 0.0223 | 6.8966 |
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| 0.0001 | 5.0 | 700 | 0.0188 | 6.8966 |
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| 0.0017 | 5.7143 | 800 | 0.0212 | 6.8966 |
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| 0.0001 | 6.4286 | 900 | 0.0199 | 6.8966 |
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| 0.0009 | 7.1429 | 1000 | 0.0208 | 6.8966 |
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### Framework versions
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generation_config.json
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model.safetensors
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runs/Jun04_13-58-48_f74e2541c0b0/events.out.tfevents.1717509540.f74e2541c0b0.195.2
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